Membership Inference Attacks against Machine Learning Models

12 code implementations • 18 Oct 2016 • Reza Shokri, Marco Stronati, Congzheng Song, Vitaly Shmatikov

We quantitatively investigate how machine learning models leak information about the individual data records on which they were trained.

BIG-bench Machine Learning General Classification +2